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OrgX Codex plugin with MCP access and initiative-aware skills
Durable memory + shared graph state for Codex/OpenClaw agents (api-0 schema awareness).
Open-source USB-C hardware key for TOTP codes, passwords and .env files. Bare-metal Rust on ESP32-C6, secrets encrypted on-device, every use needs a button press.
Move 3D models and the mouse with your bare hand, through any webcam or your phone. Web app, desktop app for Windows, macOS and Linux, Chrome extension and Blender add-on. The video never leaves your device.
Peripheral API for XMC4200 series ARM Cortex-M microcontroller in Rust
MCP server for Google SERP search, images, news, maps, and knowledge graph results.
MCP server for short URL creation and management through Ace Data Cloud.
Residual-stream probes predict whether small math LLMs stay correct under meaning-preserving perturbations — from one forward pass, before generation. AIMO Interpretability Challenge 2026, Small Models Track.
White-box robustness probes for AIMO Interpretability: Small Track bundle, training-only validation transforms and reproducible controls.
Entry to the Predictive AI Evaluation Competition at NeurIPS 2026 (Stanford AIMS): Beta-Binomial shrinkage predictor, independent audit, reproducible protocol and public-data findings.
ARC-AGI-2 contest implementation: CHIMERA symbolic candidates, reproducible ablations and clearly separated public evaluation and official scores.
Offline ARC-AGI-3 graph exploration agent with public-game evidence and reproducible evaluation.
Use the cheapest NVIDIA Nemotron that actually delivers: bounded agent tasks on Nebius Token Factory, deterministic checks and an auto-tier ladder (Lightning → Super → Ultra).
Emulating the ED global land-ecosystem model for the IEEE BigData Cup 2026: the anchor that beat every trained model, and the measured rejection of H1.
Reliability by construction for long-horizon healthcare agents on χ-Bench (IEEE Big Data Cup 2026, Challenge 07): contract-checklist hooks, critic panel and closure gate on the official Claude Code harness.
ClimX distributional climate emulator adaptation with bounded-memory prediction, upstream attribution and exact numerical-equivalence checks.
Structure-to-network developmental neurotoxicity triage agent with calibrated uncertainty (SciencePal AI4Science Hackathon 2026)
NAVAJO privacy gateway for JupyterHealth: reproducible synthetic-data benchmarks, clinical-text masking and explicit residual-risk reporting.
Pseudonymise clinical notes on the clinician's computer before any AI assistant, restore the answer. Pre-registered evaluation on MEDDOCAN (prototype, MIT Solve 2027).
MetFrag-assisted, leader-safe ranking of natural-product structures from MS/MS spectra — Enveda CASMI 2026 (Kaggle) entry with pre-registered experiments and animated figures
Evidence-linked funding-call review with Meterless H-MEM. Submitted 23 Oct 2026; dated Zetaris/Nightshift live-run evidence, synthetic sample mode and explicit operational limitations.
Controlled Triton kernel optimizations for FlagOS Track 1: three implemented operators, measured tiling interventions, full raw timings and correctness gates.
MiniCPM5-2B competition benchmark harness, numerical gates and three fixed experiment directions; official hardware evaluation pending.
Track 03 (Sleep onset) of the EEG/EMG Foundation Challenge 2026: a control that beats the published baselines, and a measured negative result for the Holographic-Reservoir
Online holographic-reservoir forecasts and gated PI control for the NeurIPS Smart Buildings Challenge; official simulator measurements and frozen prospective validation.
Autonomous, evidence-first engineering system for the BuildArena S02 (Besiege) Human-AI Engineering Challenge: rules-validated scorer, orbit/landing gates, isolated Autopilot agent run, submission packager.
Closed-loop tracking of actionable screening results with NAVAJO privacy for AI drafting. Prototype for the Future Health Digital Innovation Challenge (Challenge 05).
Reproducible public-data EEG BCI decoder for Neural Interfaces 2026 Track 02. Cross-subject PROTEUS evaluation, audited inference, official Codabench warmup score.
PLATEAU CityGML LOD2 urban solar irradiance computed the way a 3D engine computes light; validated against a Blender Cycles control under a pre-registered contract.
Rule-compliant Overture Maps coverage-gap estimator for 9,379 US tracts + a provenance bias discovery (Zindi x Humane Intelligence Bias Bounty)